Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 37113 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.4 MiB |
| Average record size in memory | 152.0 B |
Variable types
| NUM | 15 |
|---|---|
| CAT | 4 |
Reproduction
| Analysis started | 2021-05-20 09:34:33.437759 |
|---|---|
| Analysis finished | 2021-05-20 09:35:06.552420 |
| Duration | 33.11 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
done_at has a high cardinality: 37069 distinct values | High cardinality |
travel_start_time has a high cardinality: 37077 distinct values | High cardinality |
trip_id is highly correlated with id | High correlation |
id is highly correlated with trip_id | High correlation |
g_distance is highly correlated with duration | High correlation |
duration is highly correlated with g_distance | High correlation |
done_at is uniformly distributed | Uniform |
travel_start_time is uniformly distributed | Uniform |
id has unique values | Unique |
trip_start has unique values | Unique |
duration has 1616 (4.4%) zeros | Zeros |
g_distance has 1608 (4.3%) zeros | Zeros |
| Distinct count | 37113 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 835275.62748902 |
|---|---|
| Minimum | 100274 |
| Maximum | 2153861 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 100274 |
|---|---|
| 5-th percentile | 257747.2 |
| Q1 | 426952 |
| median | 667723 |
| Q3 | 1327766 |
| 95-th percentile | 1672961.2 |
| Maximum | 2153861 |
| Range | 2053587 |
| Interquartile range (IQR) | 900814 |
Descriptive statistics
| Standard deviation | 495616.6425 |
|---|---|
| Coefficient of variation (CV) | 0.5933570024 |
| Kurtosis | -0.8782917444 |
| Mean | 835275.6275 |
| Median Absolute Deviation (MAD) | 302165 |
| Skewness | 0.6401494799 |
| Sum | 3.099958436e+10 |
| Variance | 2.456358564e+11 |
| Value | Count | Frequency (%) | |
| 462846 | 1 | < 0.1% | |
| 2118814 | 1 | < 0.1% | |
| 337230 | 1 | < 0.1% | |
| 539981 | 1 | < 0.1% | |
| 1587760 | 1 | < 0.1% | |
| 396619 | 1 | < 0.1% | |
| 197962 | 1 | < 0.1% | |
| 486727 | 1 | < 0.1% | |
| 419142 | 1 | < 0.1% | |
| 281923 | 1 | < 0.1% | |
| Other values (37103) | 37103 | > 99.9% |
| Value | Count | Frequency (%) | |
| 100274 | 1 | < 0.1% | |
| 100327 | 1 | < 0.1% | |
| 100440 | 1 | < 0.1% | |
| 100548 | 1 | < 0.1% | |
| 100562 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2153861 | 1 | < 0.1% | |
| 2153819 | 1 | < 0.1% | |
| 2153429 | 1 | < 0.1% | |
| 2153227 | 1 | < 0.1% | |
| 2152774 | 1 | < 0.1% |
start_lat
Real number (ℝ≥0)
| Distinct count | 15 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.02249676871987 |
|---|---|
| Minimum | 51.3614965 |
| Maximum | 52.6002058 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 51.3614965 |
|---|---|
| 5-th percentile | 52.0201841 |
| Q1 | 52.0201841 |
| median | 52.0201841 |
| Q3 | 52.02039 |
| 95-th percentile | 52.02039 |
| Maximum | 52.6002058 |
| Range | 1.2387093 |
| Interquartile range (IQR) | 0.0002059 |
Descriptive statistics
| Standard deviation | 0.03571243005 |
|---|---|
| Coefficient of variation (CV) | 0.0006864805088 |
| Kurtosis | 218.7775273 |
| Mean | 52.02249677 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.11702163 |
| Sum | 1930710.923 |
| Variance | 0.00127537766 |
| Value | Count | Frequency (%) | |
| 52.0201841 | 22584 | 60.9% | |
| 52.02039 | 14336 | 38.6% | |
| 52.538085 | 115 | 0.3% | |
| 52.0204466 | 21 | 0.1% | |
| 52.6000377 | 19 | 0.1% | |
| 52.5167747 | 12 | < 0.1% | |
| 52.538086 | 9 | < 0.1% | |
| 51.3614965 | 5 | < 0.1% | |
| 52.5377571 | 3 | < 0.1% | |
| 52.0201209 | 2 | < 0.1% | |
| Other values (5) | 7 | < 0.1% |
| Value | Count | Frequency (%) | |
| 51.3614965 | 5 | < 0.1% | |
| 52.0201209 | 2 | < 0.1% | |
| 52.0201841 | 22584 | 60.9% | |
| 52.0202035 | 1 | < 0.1% | |
| 52.02039 | 14336 | 38.6% |
| Value | Count | Frequency (%) | |
| 52.6002058 | 1 | < 0.1% | |
| 52.6002057 | 2 | < 0.1% | |
| 52.6000377 | 19 | 0.1% | |
| 52.5991939 | 2 | < 0.1% | |
| 52.5396787 | 1 | < 0.1% |
start_lon
Real number (ℝ≥0)
| Distinct count | 16 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.158654064265891 |
|---|---|
| Minimum | 4.7450827 |
| Maximum | 6.1740619 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 4.7450827 |
|---|---|
| 5-th percentile | 5.15492 |
| Q1 | 5.15492 |
| median | 5.1550517 |
| Q3 | 5.1550517 |
| 95-th percentile | 5.1550517 |
| Maximum | 6.1740619 |
| Range | 1.4289792 |
| Interquartile range (IQR) | 0.0001317 |
Descriptive statistics
| Standard deviation | 0.06345695791 |
|---|---|
| Coefficient of variation (CV) | 0.01230106867 |
| Kurtosis | 239.1209558 |
| Mean | 5.158654064 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.09923149 |
| Sum | 191453.1283 |
| Variance | 0.004026785507 |
| Value | Count | Frequency (%) | |
| 5.1550517 | 22580 | 60.8% | |
| 5.15492 | 14336 | 38.6% | |
| 6.165409 | 115 | 0.3% | |
| 5.1557132 | 21 | 0.1% | |
| 4.7450827 | 19 | 0.1% | |
| 6.0830219 | 12 | < 0.1% | |
| 6.1654075 | 9 | < 0.1% | |
| 6.1419777 | 5 | < 0.1% | |
| 5.1550516 | 4 | < 0.1% | |
| 6.1663369 | 3 | < 0.1% | |
| Other values (6) | 9 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.7450827 | 19 | 0.1% | |
| 4.745461 | 2 | < 0.1% | |
| 4.7458026 | 2 | < 0.1% | |
| 4.7458027 | 1 | < 0.1% | |
| 5.1538734 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6.1740619 | 1 | < 0.1% | |
| 6.1663369 | 3 | < 0.1% | |
| 6.165409 | 115 | 0.3% | |
| 6.1654075 | 9 | < 0.1% | |
| 6.1419777 | 5 | < 0.1% |
stop_lat
Real number (ℝ≥0)
| Distinct count | 14336 |
|---|---|
| Unique (%) | 38.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.133312704987475 |
|---|---|
| Minimum | 50.76751 |
| Maximum | 53.41821 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 50.76751 |
|---|---|
| 5-th percentile | 51.41412 |
| Q1 | 51.93012 |
| median | 52.1237004 |
| Q3 | 52.3626641 |
| 95-th percentile | 52.855926 |
| Maximum | 53.41821 |
| Range | 2.6507 |
| Interquartile range (IQR) | 0.4325441 |
Descriptive statistics
| Standard deviation | 0.4232640378 |
|---|---|
| Coefficient of variation (CV) | 0.008118878619 |
| Kurtosis | 1.281902811 |
| Mean | 52.1333127 |
| Median Absolute Deviation (MAD) | 0.2265396 |
| Skewness | -0.1950817722 |
| Sum | 1934823.634 |
| Variance | 0.1791524457 |
| Value | Count | Frequency (%) | |
| 52.1708268 | 228 | 0.6% | |
| 52.2094313 | 194 | 0.5% | |
| 52.3149589 | 188 | 0.5% | |
| 52.0452939 | 184 | 0.5% | |
| 52.2947301 | 181 | 0.5% | |
| 51.9390716 | 180 | 0.5% | |
| 52.3325251 | 177 | 0.5% | |
| 52.2939983 | 174 | 0.5% | |
| 52.3342671 | 161 | 0.4% | |
| 52.3653783 | 154 | 0.4% | |
| Other values (14326) | 35292 | 95.1% |
| Value | Count | Frequency (%) | |
| 50.76751 | 1 | < 0.1% | |
| 50.76879 | 1 | < 0.1% | |
| 50.76883 | 1 | < 0.1% | |
| 50.76934 | 1 | < 0.1% | |
| 50.76936 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 53.41821 | 2 | < 0.1% | |
| 53.4179 | 1 | < 0.1% | |
| 53.41751 | 1 | < 0.1% | |
| 53.41687 | 1 | < 0.1% | |
| 53.41668 | 1 | < 0.1% |
stop_lon
Real number (ℝ≥0)
| Distinct count | 14598 |
|---|---|
| Unique (%) | 39.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.139928943979198 |
|---|---|
| Minimum | 3.3778 |
| Maximum | 7.20996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 3.3778 |
|---|---|
| 5-th percentile | 4.3005051 |
| Q1 | 4.66312 |
| median | 5.0171841 |
| Q3 | 5.52257 |
| 95-th percentile | 6.493056 |
| Maximum | 7.20996 |
| Range | 3.83216 |
| Interquartile range (IQR) | 0.85945 |
Descriptive statistics
| Standard deviation | 0.6522013548 |
|---|---|
| Coefficient of variation (CV) | 0.1268891772 |
| Kurtosis | 0.1827111995 |
| Mean | 5.139928944 |
| Median Absolute Deviation (MAD) | 0.3921859 |
| Skewness | 0.7634924307 |
| Sum | 190758.1829 |
| Variance | 0.4253666072 |
| Value | Count | Frequency (%) | |
| 5.3695659 | 225 | 0.6% | |
| 5.0209296 | 194 | 0.5% | |
| 4.9777084 | 188 | 0.5% | |
| 4.5376113 | 184 | 0.5% | |
| 4.5631292 | 181 | 0.5% | |
| 4.9557311 | 181 | 0.5% | |
| 4.8606028 | 177 | 0.5% | |
| 4.8732648 | 174 | 0.5% | |
| 4.8669631 | 161 | 0.4% | |
| 4.8848512 | 153 | 0.4% | |
| Other values (14588) | 35295 | 95.1% |
| Value | Count | Frequency (%) | |
| 3.3778 | 4 | < 0.1% | |
| 3.38715 | 3 | < 0.1% | |
| 3.44192 | 1 | < 0.1% | |
| 3.4458 | 2 | < 0.1% | |
| 3.45039 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7.20996 | 1 | < 0.1% | |
| 7.20854 | 1 | < 0.1% | |
| 7.20004 | 1 | < 0.1% | |
| 7.1937 | 1 | < 0.1% | |
| 7.1809 | 1 | < 0.1% |
quantity
Real number (ℝ≥0)
| Distinct count | 76 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.806132621992294 |
|---|---|
| Minimum | 0 |
| Maximum | 130 |
| Zeros | 7 |
| Zeros (%) | < 0.1% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 18 |
| Maximum | 130 |
| Range | 130 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 6.888915739 |
|---|---|
| Coefficient of variation (CV) | 1.809951576 |
| Kurtosis | 25.21769697 |
| Mean | 3.806132622 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.076295951 |
| Sum | 141257 |
| Variance | 47.45716006 |
| Value | Count | Frequency (%) | |
| 1 | 23759 | 64.0% | |
| 2 | 4164 | 11.2% | |
| 3 | 1484 | 4.0% | |
| 4 | 921 | 2.5% | |
| 5 | 731 | 2.0% | |
| 6 | 539 | 1.5% | |
| 7 | 451 | 1.2% | |
| 9 | 413 | 1.1% | |
| 8 | 407 | 1.1% | |
| 10 | 356 | 1.0% | |
| Other values (66) | 3888 | 10.5% |
| Value | Count | Frequency (%) | |
| 0 | 7 | < 0.1% | |
| 1 | 23759 | 64.0% | |
| 2 | 4164 | 11.2% | |
| 3 | 1484 | 4.0% | |
| 4 | 921 | 2.5% |
| Value | Count | Frequency (%) | |
| 130 | 2 | < 0.1% | |
| 102 | 1 | < 0.1% | |
| 100 | 1 | < 0.1% | |
| 89 | 1 | < 0.1% | |
| 86 | 1 | < 0.1% |
| Distinct count | 37069 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.9 KiB |
| 2019-05-22 20:43:48+00:00 | 6 |
|---|---|
| 2020-06-04 02:56:54+00:00 | 5 |
| 2020-01-25 02:29:33+00:00 | 2 |
| 2020-04-03 09:12:09+00:00 | 2 |
| 2019-08-14 00:34:55+00:00 | 2 |
| Other values (37064) |
| Value | Count | Frequency (%) | |
| 2019-05-22 20:43:48+00:00 | 6 | < 0.1% | |
| 2020-06-04 02:56:54+00:00 | 5 | < 0.1% | |
| 2020-01-25 02:29:33+00:00 | 2 | < 0.1% | |
| 2020-04-03 09:12:09+00:00 | 2 | < 0.1% | |
| 2019-08-14 00:34:55+00:00 | 2 | < 0.1% | |
| 2020-04-10 13:10:23+00:00 | 2 | < 0.1% | |
| 2019-11-14 09:31:00+00:00 | 2 | < 0.1% | |
| 2019-04-25 17:25:19+00:00 | 2 | < 0.1% | |
| 2019-09-19 18:07:29+00:00 | 2 | < 0.1% | |
| 2019-09-04 04:41:29+00:00 | 2 | < 0.1% | |
| Other values (37059) | 37086 | 99.9% |
Length
| Max length | 32 |
|---|---|
| Median length | 25 |
| Mean length | 25.81612912 |
| Min length | 25 |
| Distinct count | 37113 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.9 KiB |
| 2019-09-23 23:24:20.176111+00:00 | 1 |
|---|---|
| 2021-02-22 23:34:53.361000+00:00 | 1 |
| 2020-12-10 23:08:26.927000+00:00 | 1 |
| 2019-11-22 11:14:28.864315+00:00 | 1 |
| 2021-02-27 00:53:06.747000+00:00 | 1 |
| Other values (37108) |
| Value | Count | Frequency (%) | |
| 2019-09-23 23:24:20.176111+00:00 | 1 | < 0.1% | |
| 2021-02-22 23:34:53.361000+00:00 | 1 | < 0.1% | |
| 2020-12-10 23:08:26.927000+00:00 | 1 | < 0.1% | |
| 2019-11-22 11:14:28.864315+00:00 | 1 | < 0.1% | |
| 2021-02-27 00:53:06.747000+00:00 | 1 | < 0.1% | |
| 2020-02-28 03:26:24.093677+00:00 | 1 | < 0.1% | |
| 2020-01-15 06:26:33.668097+00:00 | 1 | < 0.1% | |
| 2020-07-29 05:16:49.823475+00:00 | 1 | < 0.1% | |
| 2020-05-04 23:15:04.023822+00:00 | 1 | < 0.1% | |
| 2019-11-20 03:03:34.829755+00:00 | 1 | < 0.1% | |
| Other values (37103) | 37103 | > 99.9% |
Length
| Max length | 32 |
|---|---|
| Median length | 32 |
| Mean length | 31.99886832 |
| Min length | 25 |
| Distinct count | 5272 |
|---|---|
| Unique (%) | 14.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74161.2301888826 |
|---|---|
| Minimum | 24309 |
| Maximum | 145760 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 24309 |
|---|---|
| 5-th percentile | 35552.2 |
| Q1 | 49327 |
| median | 68873 |
| Q3 | 100242 |
| 95-th percentile | 120019 |
| Maximum | 145760 |
| Range | 121451 |
| Interquartile range (IQR) | 50915 |
Descriptive statistics
| Standard deviation | 28610.67344 |
|---|---|
| Coefficient of variation (CV) | 0.3857901679 |
| Kurtosis | -0.9655626489 |
| Mean | 74161.23019 |
| Median Absolute Deviation (MAD) | 22420 |
| Skewness | 0.3897918243 |
| Sum | 2752345736 |
| Variance | 818570634.8 |
| Value | Count | Frequency (%) | |
| 83030 | 38 | 0.1% | |
| 78210 | 26 | 0.1% | |
| 114876 | 25 | 0.1% | |
| 111601 | 24 | 0.1% | |
| 79707 | 23 | 0.1% | |
| 98433 | 23 | 0.1% | |
| 44256 | 23 | 0.1% | |
| 78233 | 23 | 0.1% | |
| 44790 | 22 | 0.1% | |
| 56720 | 22 | 0.1% | |
| Other values (5262) | 36864 | 99.3% |
| Value | Count | Frequency (%) | |
| 24309 | 11 | < 0.1% | |
| 24507 | 3 | < 0.1% | |
| 24571 | 4 | < 0.1% | |
| 24610 | 1 | < 0.1% | |
| 24620 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 145760 | 1 | < 0.1% | |
| 145758 | 3 | < 0.1% | |
| 145750 | 1 | < 0.1% | |
| 145749 | 1 | < 0.1% | |
| 145748 | 1 | < 0.1% |
customer_id
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.9 KiB |
| 866 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 866 | 24086 | 64.9% | |
| 1 | 13027 | 35.1% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.297981839 |
| Min length | 1 |
driver_id
Real number (ℝ≥0)
| Distinct count | 279 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 886.2831352895212 |
|---|---|
| Minimum | 26.0 |
| Maximum | 16731.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 117 |
| Q1 | 427 |
| median | 598 |
| Q3 | 794 |
| 95-th percentile | 1136 |
| Maximum | 16731 |
| Range | 16705 |
| Interquartile range (IQR) | 367 |
Descriptive statistics
| Standard deviation | 1676.932599 |
|---|---|
| Coefficient of variation (CV) | 1.892095802 |
| Kurtosis | 32.70876532 |
| Mean | 886.2831353 |
| Median Absolute Deviation (MAD) | 183 |
| Skewness | 5.62633015 |
| Sum | 32892626 |
| Variance | 2812102.943 |
| Value | Count | Frequency (%) | |
| 744 | 1193 | 3.2% | |
| 431 | 1153 | 3.1% | |
| 117 | 1135 | 3.1% | |
| 715 | 912 | 2.5% | |
| 621 | 866 | 2.3% | |
| 242 | 810 | 2.2% | |
| 450 | 751 | 2.0% | |
| 742 | 747 | 2.0% | |
| 415 | 739 | 2.0% | |
| 555 | 714 | 1.9% | |
| Other values (269) | 28093 | 75.7% |
| Value | Count | Frequency (%) | |
| 26 | 19 | 0.1% | |
| 32 | 213 | 0.6% | |
| 44 | 1 | < 0.1% | |
| 49 | 1 | < 0.1% | |
| 70 | 363 | 1.0% |
| Value | Count | Frequency (%) | |
| 16731 | 9 | < 0.1% | |
| 16557 | 21 | 0.1% | |
| 16402 | 5 | < 0.1% | |
| 15347 | 41 | 0.1% | |
| 14753 | 1 | < 0.1% |
kilometers
Real number (ℝ≥0)
| Distinct count | 713 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2091.339368954275 |
|---|---|
| Minimum | 0.0 |
| Maximum | 725974.0 |
| Zeros | 95 |
| Zeros (%) | 0.3% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 137 |
| Q1 | 205 |
| median | 262 |
| Q3 | 378 |
| 95-th percentile | 579.4 |
| Maximum | 725974 |
| Range | 725974 |
| Interquartile range (IQR) | 173 |
Descriptive statistics
| Standard deviation | 25196.20523 |
|---|---|
| Coefficient of variation (CV) | 12.04787975 |
| Kurtosis | 379.2525359 |
| Mean | 2091.339369 |
| Median Absolute Deviation (MAD) | 71 |
| Skewness | 17.87822476 |
| Sum | 77615878 |
| Variance | 634848758.2 |
| Value | Count | Frequency (%) | |
| 196 | 327 | 0.9% | |
| 229 | 242 | 0.7% | |
| 211 | 238 | 0.6% | |
| 247 | 238 | 0.6% | |
| 257 | 231 | 0.6% | |
| 203 | 228 | 0.6% | |
| 235 | 225 | 0.6% | |
| 218 | 225 | 0.6% | |
| 249 | 223 | 0.6% | |
| 252 | 221 | 0.6% | |
| Other values (703) | 34715 | 93.5% |
| Value | Count | Frequency (%) | |
| 0 | 95 | 0.3% | |
| 7 | 1 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 19 | 17 | < 0.1% |
| Value | Count | Frequency (%) | |
| 725974 | 3 | < 0.1% | |
| 685436 | 11 | < 0.1% | |
| 573036 | 12 | < 0.1% | |
| 557828 | 1 | < 0.1% | |
| 531762 | 2 | < 0.1% |
stop_start_lat
Real number (ℝ≥0)
| Distinct count | 13222 |
|---|---|
| Unique (%) | 35.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.121142956266006 |
|---|---|
| Minimum | 50.76751 |
| Maximum | 53.4366429 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 50.76751 |
|---|---|
| 5-th percentile | 51.45431 |
| Q1 | 51.97508 |
| median | 52.07474 |
| Q3 | 52.34659 |
| 95-th percentile | 52.791646 |
| Maximum | 53.4366429 |
| Range | 2.6691329 |
| Interquartile range (IQR) | 0.37151 |
Descriptive statistics
| Standard deviation | 0.3996417328 |
|---|---|
| Coefficient of variation (CV) | 0.007667555048 |
| Kurtosis | 1.910975717 |
| Mean | 52.12114296 |
| Median Absolute Deviation (MAD) | 0.1884001 |
| Skewness | -0.1003403981 |
| Sum | 1934371.979 |
| Variance | 0.1597135146 |
| Value | Count | Frequency (%) | |
| 52.0201841 | 3418 | 9.2% | |
| 52.02039 | 1799 | 4.8% | |
| 52.1708268 | 201 | 0.5% | |
| 52.3149589 | 182 | 0.5% | |
| 52.3325251 | 167 | 0.4% | |
| 51.9390716 | 167 | 0.4% | |
| 52.3653783 | 151 | 0.4% | |
| 52.3626641 | 150 | 0.4% | |
| 52.4017389 | 149 | 0.4% | |
| 52.35204 | 148 | 0.4% | |
| Other values (13212) | 30581 | 82.4% |
| Value | Count | Frequency (%) | |
| 50.76751 | 1 | < 0.1% | |
| 50.76879 | 1 | < 0.1% | |
| 50.76883 | 1 | < 0.1% | |
| 50.76934 | 1 | < 0.1% | |
| 50.76936 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 53.4366429 | 1 | < 0.1% | |
| 53.41821 | 2 | < 0.1% | |
| 53.4179 | 1 | < 0.1% | |
| 53.41751 | 1 | < 0.1% | |
| 53.41687 | 1 | < 0.1% |
stop_start_lon
Real number (ℝ≥0)
| Distinct count | 13437 |
|---|---|
| Unique (%) | 36.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.142898002516638 |
|---|---|
| Minimum | 3.3778 |
| Maximum | 7.20996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 3.3778 |
|---|---|
| 5-th percentile | 4.3063796 |
| Q1 | 4.71321 |
| median | 5.1369355 |
| Q3 | 5.4092616 |
| 95-th percentile | 6.4305 |
| Maximum | 7.20996 |
| Range | 3.83216 |
| Interquartile range (IQR) | 0.6960516 |
Descriptive statistics
| Standard deviation | 0.6117179154 |
|---|---|
| Coefficient of variation (CV) | 0.1189442052 |
| Kurtosis | 0.6310828731 |
| Mean | 5.142898003 |
| Median Absolute Deviation (MAD) | 0.3607055 |
| Skewness | 0.8160519563 |
| Sum | 190868.3736 |
| Variance | 0.374198808 |
| Value | Count | Frequency (%) | |
| 5.1550517 | 3414 | 9.2% | |
| 5.15492 | 1799 | 4.8% | |
| 5.3695659 | 199 | 0.5% | |
| 4.9777084 | 182 | 0.5% | |
| 4.5631292 | 168 | 0.5% | |
| 4.8606028 | 167 | 0.4% | |
| 4.9274987 | 150 | 0.4% | |
| 4.8848512 | 150 | 0.4% | |
| 4.9438456 | 149 | 0.4% | |
| 4.8649699 | 148 | 0.4% | |
| Other values (13427) | 30587 | 82.4% |
| Value | Count | Frequency (%) | |
| 3.3778 | 4 | < 0.1% | |
| 3.38715 | 3 | < 0.1% | |
| 3.44192 | 1 | < 0.1% | |
| 3.4458 | 2 | < 0.1% | |
| 3.45039 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7.20996 | 1 | < 0.1% | |
| 7.20854 | 1 | < 0.1% | |
| 7.20004 | 1 | < 0.1% | |
| 7.1937 | 1 | < 0.1% | |
| 7.1809 | 1 | < 0.1% |
| Distinct count | 37077 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 289.9 KiB |
| 2019-05-22 20:43:48+00:00 | 6 |
|---|---|
| 2020-06-04 02:56:54+00:00 | 4 |
| 2019-10-02 09:57:38+00:00 | 2 |
| 2019-09-19 18:07:29+00:00 | 2 |
| 2019-06-19 14:02:56+00:00 | 2 |
| Other values (37072) |
| Value | Count | Frequency (%) | |
| 2019-05-22 20:43:48+00:00 | 6 | < 0.1% | |
| 2020-06-04 02:56:54+00:00 | 4 | < 0.1% | |
| 2019-10-02 09:57:38+00:00 | 2 | < 0.1% | |
| 2019-09-19 18:07:29+00:00 | 2 | < 0.1% | |
| 2019-06-19 14:02:56+00:00 | 2 | < 0.1% | |
| 2020-04-10 13:10:23+00:00 | 2 | < 0.1% | |
| 2020-07-31 17:41:19+00:00 | 2 | < 0.1% | |
| 2020-04-11 13:21:42+00:00 | 2 | < 0.1% | |
| 2019-08-14 00:34:55+00:00 | 2 | < 0.1% | |
| 2020-10-14 13:16:31+00:00 | 2 | < 0.1% | |
| Other values (37067) | 37087 | 99.9% |
Length
| Max length | 32 |
|---|---|
| Median length | 25 |
| Mean length | 26.6547032 |
| Min length | 25 |
| Distinct count | 4263 |
|---|---|
| Unique (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.706149237913042 |
|---|---|
| Minimum | 0.0 |
| Maximum | 259.71666666666664 |
| Zeros | 1616 |
| Zeros (%) | 4.4% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.6433333333 |
| Q1 | 9.1 |
| median | 16 |
| Q3 | 28 |
| 95-th percentile | 60.26666667 |
| Maximum | 259.7166667 |
| Range | 259.7166667 |
| Interquartile range (IQR) | 18.9 |
Descriptive statistics
| Standard deviation | 20.09958721 |
|---|---|
| Coefficient of variation (CV) | 0.9259858572 |
| Kurtosis | 9.385494456 |
| Mean | 21.70614924 |
| Median Absolute Deviation (MAD) | 8.6 |
| Skewness | 2.412925331 |
| Sum | 805580.3167 |
| Variance | 403.9934059 |
| Value | Count | Frequency (%) | |
| 0 | 1616 | 4.4% | |
| 2.816666667 | 179 | 0.5% | |
| 12.26666667 | 157 | 0.4% | |
| 13.7 | 146 | 0.4% | |
| 3.383333333 | 145 | 0.4% | |
| 8.9 | 127 | 0.3% | |
| 37.56666667 | 110 | 0.3% | |
| 14.28333333 | 110 | 0.3% | |
| 14.11666667 | 109 | 0.3% | |
| 18.91666667 | 101 | 0.3% | |
| Other values (4253) | 34313 | 92.5% |
| Value | Count | Frequency (%) | |
| 0 | 1616 | 4.4% | |
| 0.01666666667 | 53 | 0.1% | |
| 0.03333333333 | 4 | < 0.1% | |
| 0.05 | 7 | < 0.1% | |
| 0.06666666667 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 259.7166667 | 1 | < 0.1% | |
| 249.1333333 | 1 | < 0.1% | |
| 174.1833333 | 1 | < 0.1% | |
| 169.4666667 | 1 | < 0.1% | |
| 167.6166667 | 1 | < 0.1% |
| Distinct count | 18751 |
|---|---|
| Unique (%) | 50.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.743591032791745 |
|---|---|
| Minimum | 0.0 |
| Maximum | 255.752 |
| Zeros | 1608 |
| Zeros (%) | 4.3% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 4.087 |
| median | 11.751 |
| Q3 | 28.744 |
| 95-th percentile | 81.0824 |
| Maximum | 255.752 |
| Range | 255.752 |
| Interquartile range (IQR) | 24.657 |
Descriptive statistics
| Standard deviation | 30.18080574 |
|---|---|
| Coefficient of variation (CV) | 1.327002658 |
| Kurtosis | 11.42007324 |
| Mean | 22.74359103 |
| Median Absolute Deviation (MAD) | 9.226 |
| Skewness | 2.863091201 |
| Sum | 844082.894 |
| Variance | 910.8810353 |
| Value | Count | Frequency (%) | |
| 0 | 1608 | 4.3% | |
| 0.988 | 137 | 0.4% | |
| 9.439 | 132 | 0.4% | |
| 8.852 | 125 | 0.3% | |
| 0.96 | 123 | 0.3% | |
| 3.991 | 111 | 0.3% | |
| 52.593 | 105 | 0.3% | |
| 9.687 | 95 | 0.3% | |
| 24.176 | 94 | 0.3% | |
| 8.58 | 93 | 0.3% | |
| Other values (18741) | 34490 | 92.9% |
| Value | Count | Frequency (%) | |
| 0 | 1608 | 4.3% | |
| 0.001 | 3 | < 0.1% | |
| 0.002 | 2 | < 0.1% | |
| 0.003 | 6 | < 0.1% | |
| 0.004 | 48 | 0.1% |
| Value | Count | Frequency (%) | |
| 255.752 | 1 | < 0.1% | |
| 255.166 | 1 | < 0.1% | |
| 254.232 | 1 | < 0.1% | |
| 253.745 | 1 | < 0.1% | |
| 251.376 | 1 | < 0.1% |
turns
Real number (ℝ≥0)
| Distinct count | 40 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.921914154070002 |
|---|---|
| Minimum | 1 |
| Maximum | 43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 13 |
| Q3 | 17 |
| 95-th percentile | 22 |
| Maximum | 43 |
| Range | 42 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.627195524 |
|---|---|
| Coefficient of variation (CV) | 0.4354769314 |
| Kurtosis | 0.1065620855 |
| Mean | 12.92191415 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.007696517568 |
| Sum | 479571 |
| Variance | 31.66532947 |
| Value | Count | Frequency (%) | |
| 12 | 3081 | 8.3% | |
| 14 | 2835 | 7.6% | |
| 13 | 2669 | 7.2% | |
| 16 | 2555 | 6.9% | |
| 15 | 2467 | 6.6% | |
| 17 | 2318 | 6.2% | |
| 11 | 2275 | 6.1% | |
| 10 | 2165 | 5.8% | |
| 9 | 1833 | 4.9% | |
| 1 | 1748 | 4.7% | |
| Other values (30) | 13167 | 35.5% |
| Value | Count | Frequency (%) | |
| 1 | 1748 | 4.7% | |
| 2 | 218 | 0.6% | |
| 3 | 338 | 0.9% | |
| 4 | 578 | 1.6% | |
| 5 | 816 | 2.2% |
| Value | Count | Frequency (%) | |
| 43 | 1 | < 0.1% | |
| 42 | 1 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 38 | 2 | < 0.1% | |
| 36 | 3 | < 0.1% |
total_distance
Real number (ℝ≥0)
| Distinct count | 3923 |
|---|---|
| Unique (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202.93789413413094 |
|---|---|
| Minimum | 3.54 |
| Maximum | 718.327 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 289.9 KiB |
Quantile statistics
| Minimum | 3.54 |
|---|---|
| 5-th percentile | 72.357 |
| Q1 | 130.13 |
| median | 181.698 |
| Q3 | 259.846 |
| 95-th percentile | 394.22 |
| Maximum | 718.327 |
| Range | 714.787 |
| Interquartile range (IQR) | 129.716 |
Descriptive statistics
| Standard deviation | 105.6803466 |
|---|---|
| Coefficient of variation (CV) | 0.5207521594 |
| Kurtosis | 2.710364341 |
| Mean | 202.9378941 |
| Median Absolute Deviation (MAD) | 59.744 |
| Skewness | 1.273749001 |
| Sum | 7531634.065 |
| Variance | 11168.33566 |
| Value | Count | Frequency (%) | |
| 91.579 | 132 | 0.4% | |
| 72.357 | 130 | 0.4% | |
| 123.392 | 129 | 0.3% | |
| 276.2 | 111 | 0.3% | |
| 77.341 | 96 | 0.3% | |
| 142.404 | 90 | 0.2% | |
| 60.076 | 87 | 0.2% | |
| 104.955 | 83 | 0.2% | |
| 205.5 | 80 | 0.2% | |
| 160.846 | 77 | 0.2% | |
| Other values (3913) | 36098 | 97.3% |
| Value | Count | Frequency (%) | |
| 3.54 | 1 | < 0.1% | |
| 8.329 | 1 | < 0.1% | |
| 9.143 | 1 | < 0.1% | |
| 9.363 | 19 | 0.1% | |
| 9.372 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 718.327 | 7 | < 0.1% | |
| 716.281 | 15 | < 0.1% | |
| 700.096 | 4 | < 0.1% | |
| 697.758 | 13 | < 0.1% | |
| 686.566 | 15 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| id | start_lat | start_lon | stop_lat | stop_lon | quantity | done_at | trip_start | trip_id | customer_id | driver_id | kilometers | stop_start_lat | stop_start_lon | travel_start_time | duration | g_distance | turns | total_distance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 100274 | 52.02039 | 5.15492 | 51.983227 | 5.079331 | 19 | 2019-01-22 01:43:49+00:00 | 2019-01-22 00:48:00.239601+00:00 | 24309 | 1 | 533.0 | 418.0 | 52.020390 | 5.154920 | 2019-01-22 01:01:09.033766+00:00 | 14.983333 | 11.582 | 16 | 193.992 |
| 1 | 100582 | 52.02039 | 5.15492 | 51.838640 | 4.957680 | 11 | 2019-01-22 02:11:04+00:00 | 2019-01-22 01:01:09.033766+00:00 | 24309 | 1 | 533.0 | 418.0 | 51.983227 | 5.079331 | 2019-01-22 01:43:49+00:00 | 18.916667 | 21.378 | 12 | 193.992 |
| 2 | 100327 | 52.02039 | 5.15492 | 51.979898 | 4.583965 | 2 | 2019-01-22 03:01:26+00:00 | 2019-01-22 00:47:59.436893+00:00 | 24309 | 1 | 533.0 | 418.0 | 51.838640 | 4.957680 | 2019-01-22 02:11:04+00:00 | 38.033333 | 45.406 | 17 | 193.992 |
| 3 | 100611 | 52.02039 | 5.15492 | 51.960995 | 4.543000 | 25 | 2019-01-22 03:22:42+00:00 | 2019-01-22 00:47:58.148863+00:00 | 24309 | 1 | 533.0 | 418.0 | 51.979898 | 4.583965 | 2019-01-22 03:01:26+00:00 | 11.500000 | 5.352 | 11 | 193.992 |
| 4 | 100629 | 52.02039 | 5.15492 | 51.965778 | 4.221331 | 2 | 2019-01-22 03:52:17+00:00 | 2019-01-22 00:50:42.050646+00:00 | 24309 | 1 | 533.0 | 418.0 | 51.960995 | 4.543000 | 2019-01-22 03:22:42+00:00 | 27.283333 | 29.540 | 14 | 193.992 |
| 5 | 100548 | 52.02039 | 5.15492 | 51.920352 | 4.451595 | 8 | 2019-01-22 04:07:54+00:00 | 2019-01-22 00:47:56.887189+00:00 | 24309 | 1 | 533.0 | 418.0 | 51.965778 | 4.221331 | 2019-01-22 03:52:17+00:00 | 19.750000 | 21.597 | 17 | 193.992 |
| 6 | 100790 | 52.02039 | 5.15492 | 51.909947 | 4.448196 | 2 | 2019-01-22 04:21:33+00:00 | 2019-01-22 00:47:55.106156+00:00 | 24309 | 1 | 533.0 | 418.0 | 51.920352 | 4.451595 | 2019-01-22 04:07:54+00:00 | 5.150000 | 1.805 | 10 | 193.992 |
| 7 | 100593 | 52.02039 | 5.15492 | 51.891700 | 4.566160 | 19 | 2019-01-22 04:43:54+00:00 | 2019-01-22 00:47:56.389478+00:00 | 24309 | 1 | 533.0 | 418.0 | 51.909947 | 4.448196 | 2019-01-22 04:21:33+00:00 | 26.633333 | 24.353 | 14 | 193.992 |
| 8 | 100678 | 52.02039 | 5.15492 | 51.833539 | 4.644188 | 1 | 2019-01-22 05:05:40+00:00 | 2019-01-22 00:50:42.150849+00:00 | 24309 | 1 | 533.0 | 418.0 | 51.891700 | 4.566160 | 2019-01-22 04:43:54+00:00 | 16.250000 | 12.347 | 20 | 193.992 |
| 9 | 100562 | 52.02039 | 5.15492 | 51.837897 | 4.635991 | 16 | 2019-01-22 05:19:44+00:00 | 2019-01-22 00:47:53.399479+00:00 | 24309 | 1 | 533.0 | 418.0 | 51.833539 | 4.644188 | 2019-01-22 05:05:40+00:00 | 3.900000 | 1.954 | 10 | 193.992 |
Last rows
| id | start_lat | start_lon | stop_lat | stop_lon | quantity | done_at | trip_start | trip_id | customer_id | driver_id | kilometers | stop_start_lat | stop_start_lon | travel_start_time | duration | g_distance | turns | total_distance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37103 | 2143501 | 52.020184 | 5.155052 | 52.385803 | 4.841029 | 5 | 2021-04-13 10:04:18.296000+00:00 | 2021-04-13 04:40:29.650000+00:00 | 145589 | 1 | 70.0 | 212.0 | 52.332525 | 4.860603 | 2021-04-13 07:25:33.373000+00:00 | 11.016667 | 8.577 | 12 | 58.245 |
| 37104 | 2143651 | 52.020184 | 5.155052 | 53.219780 | 6.579380 | 1 | 2021-04-13 11:58:55+00:00 | 2021-04-13 05:33:11.305000+00:00 | 145579 | 1 | 14753.0 | 705.0 | 52.020184 | 5.155052 | 2021-04-13 05:33:11.305000+00:00 | 122.733333 | 194.522 | 19 | 194.522 |
| 37105 | 2152774 | 52.020184 | 5.155052 | 52.057165 | 4.493283 | 1 | 2021-04-14 00:43:01.482000+00:00 | 2021-04-13 23:13:24.520000+00:00 | 145758 | 1 | 15347.0 | 152.0 | 52.020184 | 5.155052 | 2021-04-13 23:14:52.011000+00:00 | 42.816667 | 56.781 | 21 | 80.855 |
| 37106 | 2153227 | 52.020184 | 5.155052 | 52.018604 | 4.434019 | 20 | 2021-04-14 00:50:28.012000+00:00 | 2021-04-13 23:13:47.202000+00:00 | 145758 | 1 | 15347.0 | 152.0 | 52.057165 | 4.493283 | 2021-04-14 00:43:01.482000+00:00 | 19.200000 | 12.679 | 22 | 80.855 |
| 37107 | 2152660 | 52.020184 | 5.155052 | 51.838640 | 4.957680 | 11 | 2021-04-14 01:07:19.989000+00:00 | 2021-04-13 23:39:10.383000+00:00 | 145760 | 1 | 15347.0 | 64.0 | 52.020184 | 5.155052 | 2021-04-13 23:39:10.383000+00:00 | 25.733333 | 32.006 | 12 | 32.006 |
| 37108 | 2151647 | 52.020184 | 5.155052 | 52.000456 | 4.331418 | 22 | 2021-04-14 01:46:04.376000+00:00 | 2021-04-13 23:14:52.011000+00:00 | 145758 | 1 | 15347.0 | 152.0 | 52.018604 | 4.434019 | 2021-04-14 00:50:28.012000+00:00 | 17.683333 | 11.395 | 18 | 80.855 |
| 37109 | 2143671 | 52.020184 | 5.155052 | 51.581950 | 4.797580 | 1 | 2021-04-14 07:41:02.802000+00:00 | 2021-04-14 02:54:04.074000+00:00 | 145745 | 1 | 415.0 | 284.0 | 52.020184 | 5.155052 | 2021-04-14 02:54:04.074000+00:00 | 45.816667 | 63.410 | 14 | 63.410 |
| 37110 | 2153819 | 52.020184 | 5.155052 | 52.385803 | 4.841029 | 1 | 2021-04-14 07:43:09+00:00 | 2021-04-14 04:15:53.097000+00:00 | 145748 | 1 | 433.0 | 264.0 | 52.020184 | 5.155052 | 2021-04-14 04:15:53.097000+00:00 | 39.900000 | 55.121 | 16 | 55.121 |
| 37111 | 2153861 | 52.020184 | 5.155052 | 52.344430 | 5.613690 | 1 | 2021-04-14 07:50:12.703000+00:00 | 2021-04-14 05:05:27.413000+00:00 | 145749 | 1 | 713.0 | 304.0 | 52.020184 | 5.155052 | 2021-04-14 05:05:27.413000+00:00 | 42.083333 | 58.208 | 14 | 58.208 |
| 37112 | 2153429 | 52.020184 | 5.155052 | 52.045294 | 4.537611 | 9 | 2021-04-14 08:04:51.516000+00:00 | 2021-04-14 03:14:25.809000+00:00 | 145750 | 1 | 215.0 | 143.0 | 52.020184 | 5.155052 | 2021-04-14 03:14:25.809000+00:00 | 37.566667 | 52.593 | 13 | 52.593 |